Search All 2022 Events
 

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Workshop
Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models
Sajith Rajapaksa · Farzad Khalvati
Workshop
Quantization based Optimization : Alternative Stochastic Approximation of Global Optimization
Jinwuk Seok · Changsik Cho
Poster
Wed 14:00 Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
Yejia Liu · Wang Zhu · Shaolei Ren
Poster
Thu 14:00 A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree
Kaixun Hua · Jiayang Ren · Yankai Cao
Poster
Thu 14:00 A framework for bilevel optimization that enables stochastic and global variance reduction algorithms
Mathieu Dagréou · Pierre Ablin · Samuel Vaiter · Thomas Moreau
Poster
Wed 14:00 Learning to Accelerate Partial Differential Equations via Latent Global Evolution
Tailin Wu · Takashi Maruyama · Jure Leskovec
Poster
Wed 14:00 The Role of Baselines in Policy Gradient Optimization
Jincheng Mei · Wesley Chung · Valentin Thomas · Bo Dai · Csaba Szepesvari · Dale Schuurmans
Poster
Wed 9:00 Early Stage Convergence and Global Convergence of Training Mildly Parameterized Neural Networks
Mingze Wang · Chao Ma
Workshop
Gaussian Process Thompson sampling for Bayesian optimization of dynamic masking-based language model pre-training
Iñigo Urteaga · Moulay Zaidane Draidia · Tomer Lancewicki · Shahram Khadivi
Poster
Thu 14:00 Scalable Distributional Robustness in a Class of Non-Convex Optimization with Guarantees
Avinandan Bose · Arunesh Sinha · Tien Mai
Poster
Thu 9:00 Global Convergence of Direct Policy Search for State-Feedback $\mathcal{H}_\infty$ Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential
Xingang Guo · Bin Hu
Poster
Thu 14:00 Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces
Leonard Papenmeier · Luigi Nardi · Matthias Poloczek